Showing posts with label analogies. Show all posts
Showing posts with label analogies. Show all posts

Monday 5 October 2015

Essential Analogies for the HPC Advocate

This is an update of a two-part article I wrote for HPC Wire in 2013: Part 1 and Part 2.

An important ability for anyone involved in High Performance Computing (HPC or supercomputing or big data processing, etc.) is to be able to explain just what HPC is to others.

"Others” include politicians, Joe Public, graduates possibly interested in HPC, industry managers trying to see how HPC fits into their IT or R&D programs, or family asking for the umpteenth time “what exactly do you do?

One of the easiest ways to explain HPC is to use analogies that relate the concepts to things that the listener is more familiar with. So here is a run-through of some useful analogies for explaining HPC or one of its concepts:

The simple yet powerful: A spade


Need to dig a hole? Use the right tool for the job – a spade. Need to dig a bigger hole, or a hole through tougher material like concrete? Use a more powerful tool – a mechanical digger.

Now instead of digging a hole, consider modeling and simulation. If the model/simulation is too big or too complex – use the more powerful tool: i.e. HPC. It’s nice and simple – HPC is a more powerful tool that can tackle more complex or bigger models/simulations than ordinary computers.

There are some great derived analogies too. You should be able to give a spade to almost anyone and they should be able to dig a hole without too much further instruction. But, hand a novice the keys to a mechanical digger, and it is unlikely they will be able to effectively operate the machine without either training or a lot of on the job learning. Likewise, HPC requires training to be able to use the more powerful tool effectively. Buying mechanical diggers is also requires expertise that buying a spade doesn’t. And so on.

It neatly focuses on the purpose and benefit of HPC rather than the technology itself. If you’ve heard any of my talks recently you will know this is an HPC analogy that I use myself frequently.

The moral high ground: A science/engineering instrument


I’ve occasionally accused the HPC community of being riddled with hypocrites – we make a show of “the science is what matters” and then proceed to focus the rest of the discussion on the hardware (and, if feeling pious or guilty, we mention “but software really matters”).

However, there is a critical truth to this – the scientific (or engineering) capability is what matters when considering HPC. I regularly use this perspective, often very firmly, myself: a supercomputer is NOT a computer – it is a major scientific instrument that just happens to be built using computer technology. Just because it is built from most of the same components as commodity servers does not mean that modes of usage, operating skills, user expectations, etc. should be the same. This helps to put HPC into the right context in the listeners mind – compare it to a major telescope, a wind tunnel, or even LHC@CERN.

The derived analogies are effective too – expertise in the technology itself is required, not just the science using the instrument. Sure, the skills overlap but they are distinct and equally important.

This analogy focuses on the purpose and benefit of HPC, but also includes a reference to it being based on a big computer.